Named Entity Recognition for slavic laguages using pretrained embeddings, attention mechanism and NCRF

Paper: https://arxiv.org/abs/1906.09978

0. Refer to:

nert-bert

Usage

Solution located in notebooks: slavic.ipynb and slavic.ipynb. There are two solutions:

1. model trained only on train set;
2. model trained on train and dev set.

You should run the first cell in notebook before all.

For detatiles see of lib see nert-bert.